Tesi Xiao
7 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
stochastic optimization
(2)
langevin dynamics
(1)
conditional gradient
(1)
non-convex optimization
(1)
optimal transport
(1)
direct preference optimization
(1)
decentralized optimization
(1)
learning to rank
(1)
oracle complexity
(1)
strong convexity
(1)
neumann series
(1)
pareto optimality
(1)
bilevel optimization
(1)
multi-objective optimization
(1)
adversarial robustness
(1)
complexity bound
(1)
entropic regularization
(1)
sinkhorn algorithm
(1)
matrix scaling
(1)
wasserstein distance
(1)
Papers
COS-DPO: Conditioned One-Shot Multi-Objective Fine-Tuning Framework
UAI 2025
Accelerating Sinkhorn algorithm with sparse Newton iterations
ICLR 2024
Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow
AISTATS 2024
Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions
JMLR 2024
A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization
UAI 2023
A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
NeurIPS 2022
How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework
CVPR 2020